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Public Transport Optimization

Title
Public Transport Optimization [electronic resource] / by Konstantinos Gkiotsalitis.
ISBN
9783031124440
Edition
1st ed. 2022.
Publication
Cham : Springer International Publishing : Imprint: Springer, 2022.
Physical Description
1 online resource (XX, 626 p.) 136 illus., 13 illus. in color.
Local Notes
Access is available to the Yale community.
Access and use
Access restricted by licensing agreement.
Summary
This textbook provides a comprehensive step-by-step guide for new public transport modelers. It includes an introduction to mathematical modeling, continuous and discrete optimization, numerical optimization, computational complexity analysis, metaheuristics, and multi-objective optimization. These tools help engineers and modelers to use better existing public transport models and also develop new models that can address future challenges. By reading this book, the reader will gain the ability to translate a future problem description into a mathematical model and solve it using an appropriate solution method. The textbook provides the knowledge needed to develop highly accurate mathematical models that can serve as decision support tools at the strategic, tactical, and operational planning levels of public transport services. Its detailed description of exact optimization methods, metaheuristics, bi-level, and multi-objective optimization approaches together with the detailed description of implementing these approaches in classic public transport problems with the use of open source tools is unique and will be highly useful to students and transport professionals.
Variant and related titles
Springer ENIN.
Other formats
Printed edition:
Printed edition:
Printed edition:
Format
Books / Online
Language
English
Added to Catalog
February 03, 2023
Contents
Part I Mathematical Programming of Public Transport Problems
1 Introduction to Mathematical Programming
2 Introduction to Computational Complexity
3 Continuous Unconstrained Optimization
4 Continuous Constrained Optimization
5 Discrete Optimization
Part II Solution Approximation with Artificial Intelligence: The case of metaheuristics
6 Metaheuristics for Discrete Optimization Problems
7 Metaheuristics for Continuous Optimization Problems
8 Multi-objective Optimization Metaheuristics
Part III Public Transport Optimization: from Network Design to Operations
9 Public Transport Network Design
10 Tactical Planning of Public Transport Services
11 Multi-modal Synchronization at the Tactical Planning Stage
12 Operational Planning and Control
13 Planning under Uncertainty.
Also listed under
SpringerLink (Online service)
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